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Papers
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
ACL 2025
CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models
NAACL 2025
Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking
ICLR 2025
Corruption Robust Offline Reinforcement Learning with Human Feedback
AISTATS 2025
Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization
EMNLP 2025
Curiosity-Driven Reinforcement Learning from Human Feedback
ACL 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models
CVPR 2025
Data with High and Consistent Preference Difference Are Better for Reward Model
AAAI 2025
DeAL: Decoding-time Alignment for Large Language Models
ACL 2025
Developing LLM-Powered Trustworthy Agents for Personalized Learning Support
AAAI 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue
AAAI 2025
Differentiable Reward Optimization for LLM based TTS system
Interspeech 2025
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data
EMNLP 2025
Diverse Preference Learning for Capabilities and Alignment
ICLR 2025
Does Refusal Training in LLMs Generalize to the Past Tense?
ICLR 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences
EMNLP 2025
DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback
AAAI 2025
Efficient and Robust Reinforcement Learning from Human Feedback
AAAI 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
ACL 2025
Enhancing RLHF with Human Gaze Modeling
EMNLP 2025
Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
ICLR 2025
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
ICLR 2025
Exploring Intrinsic Alignments Within Text Corpus
AAAI 2025
Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback
Interspeech 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation
ACL 2025